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Query Optimization

Plan Space

There are too many query plans for a complex query.

We need to cut down the number of plans:

  • Push down projects and selects as far as they can go.
  • Left deep join.

Optimization

There are 2 option to access each single table:

  • Full Scan.
  • Index Scan.

There are many option to perform left deep join:

  • Nested Loop Join (some algorithms preserve the order of the left relation).
  • Hash Join.
  • Sort Merge Join (sorted on columns in the join condition).

Materialize can reduce IO costs in many cases.